You are not alone.  Last month I had a charge on my credit card that was not mine.  It is a credit card that I do not use often, only for medical bills mostly so I know the theft occurred at the doctor's office or the billing center.  None one else had access to the number.  I promptly canceled the card and got a new number.  I would recommend that you check your credit card activity daily.